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Weld Lucas Cunha's Projects

computational-tools-for-climate-science-2023 icon computational-tools-for-climate-science-2023

Climatematch Academy is an inclusive and accessible 2-week virtual program, created in collaboration with Neuromatch Academy. We follow the motto “From Data to Action”, aiming to grow and empower the global community of climate scientists.

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The sinking of the Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the widely considered “unsinkable” RMS Titanic sank after colliding with an iceberg. Unfortunately, there weren’t enough lifeboats for everyone onboard, resulting in the death of 1502 out of 2224 passengers and crew. While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than others. In this challenge, we ask you to build a predictive model that answers the question: “what sorts of people were more likely to survive?” using passenger data (ie name, age, gender, socio-economic class, etc).

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Nesta atividade, cada grupo (máx. de 3 integrantes) resolver um problema de reconhecimento de faces usando redes neurais. O dataset considerado é o PubFig83. O grupo deverá propor ao menos dois modelos baseados em redes neurais e comparar os resultados obtidos. Não há restrições ou exigências quanto ao tipo de rede neural, hiperparâmetros, estratégias de treinamento, etc.

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A Probabilistic Approach to Multiclass Classification with Unknown Instances

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EEML2021 notebooks, slides and files in general.

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Music to Image Generative Adversarial Networks (MIGANs)

mitx6.00.1x icon mitx6.00.1x

Introduction to Computer Science and Programming Using Python

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Introduction to Computational Thinking and Data Science

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A crash course in six episodes for software developers who want to become machine learning practitioners.

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